Ed,
I think you're probably using your filters correctly, but keep in mind the "opened email" statistic is a pretty iffy one to base any sort of analysis off of. Depending on the email browser, an open may or may not register properly, so you may be getting false positives or negatives. I generally eyeball open rate as a vague indicator of subject line strength, but it's not a part of any real analysis for me.